Real ChatGPT answer · index seedlrRxnUeZYzwcompleteMarketing and advertising · SEOcomparison

ahrefs versus semrush for keyword research on a new e commerce site selling handmade leather bags

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
ahrefs versus semrush for keyword research on a new e commerce site selling handmade leather bags
3 real searches · 1 real-search pass
Ahrefs vs Semrush keyword research comparison 2026 keyword difficulty SERP analysis ecommerceGoogle ↗
OBSERVEDComparison
Ahrefs keyword research features Keywords Explorer competitor analysis officialGoogle ↗
OBSERVEDComparison
Semrush Keyword Magic Tool ecommerce keyword research officialGoogle ↗
OBSERVEDOther / navigational

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (3)
Short factOther / navigational33%Comparison67%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Ahrefs vs Semrush keyword research comparison 2026 keyword difficulty SERP analysis ecommerce Google ↗
Ahrefs keyword research features Keywords Explorer competitor analysis official Google ↗
Semrush Keyword Magic Tool ecommerce keyword research official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ahrefs vs Semrush keyword research comparison 2026 keyword difficulty SERP analysis ecommerce
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Ahrefs keyword research features Keywords Explorer competitor analysis official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Semrush Keyword Magic Tool ecommerce keyword research official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1